OpenHUTB/nn
Oct 2025 – Dec 2025
3 Months active
Languages Used
PythonMarkdown
Technical Skills
Code RefactoringLinear RegressionNumerical MethodsPythonTensorFlowdata analysis
LELlierle
PROFILE
Lellierle
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
12Total
Bugs
0
Commits
12
Features
5
Lines of code
1,205
Activity Months3
Your Network
159 people
Work History
December 2025
8 Commits • 2 Features
Dec 1, 2025December 2025 monthly summary for OpenHUTB/nn: Delivered end-to-end multi-modal navigation integration (CARLA + PyTorch) with runnable main program and setup documentation; enhanced CARLA vehicle simulation realism and stability through longer simulation steps, refined control, and obstacle navigation improvements; implemented extensive readability and documentation updates to improve maintenance and onboarding; enabled more realistic, observable testing workflows with longer run scenarios, accelerating iteration and validation of autonomous navigation capabilities.
8 Commits • 2 Features
Dec 1, 2025December 2025 monthly summary for OpenHUTB/nn: Delivered end-to-end multi-modal navigation integration (CARLA + PyTorch) with runnable main program and setup documentation; enhanced CARLA vehicle simulation realism and stability through longer simulation steps, refined control, and obstacle navigation improvements; implemented extensive readability and documentation updates to improve maintenance and onboarding; enabled more realistic, observable testing workflows with longer run scenarios, accelerating iteration and validation of autonomous navigation capabilities.
December 2025
November 2025
3 Commits • 2 Features
Nov 1, 2025Monthly performance summary for OpenHUTB/nn (2025-11): Delivered robustness-focused improvements to the prediction pipeline and reinforced training stability, resulting in more reliable predictions, safer training behavior, and improved maintainability. The work emphasizes real-world business value by reducing failure modes and enabling smoother future enhancements.
November 2025
3 Commits • 2 Features
Nov 1, 2025Monthly performance summary for OpenHUTB/nn (2025-11): Delivered robustness-focused improvements to the prediction pipeline and reinforced training stability, resulting in more reliable predictions, safer training behavior, and improved maintainability. The work emphasizes real-world business value by reducing failure modes and enabling smoother future enhancements.
October 2025
1 Commits • 1 Features
Oct 1, 2025Month: 2025-10 — Monthly work summary for OpenHUTB/nn focusing on delivering a robust w_lsq computation and setting up for scalable solver support.
1 Commits • 1 Features
Oct 1, 2025Month: 2025-10 — Monthly work summary for OpenHUTB/nn focusing on delivering a robust w_lsq computation and setting up for scalable solver support.
October 2025
Activity
Loading activity data...
Quality Metrics
Correctness91.8%
Maintainability90.0%
Architecture88.4%
Performance86.8%
AI Usage28.4%
Skills & Technologies
Programming Languages
MarkdownPython
Technical Skills
AICode RefactoringLinear RegressionNumerical MethodsPyTorchPythonPython programmingTensorFlowdata analysisdata processingdeep learningdocumentationenvironment setupmachine learningneural networks
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline